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2018 | OriginalPaper | Buchkapitel

Big Data Visualization of the Alcohol Expenses in Taiwan

verfasst von : Chien-wen Shen, Thai-Ha Luong, Li-An Chien, Jung-Tsung Ho

Erschienen in: Data Mining and Big Data

Verlag: Springer International Publishing

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Abstract

This study develops visual analytics of alcohol expenditure in multiple geographic areas using electronic-invoice (e-invoice) data. A data-cleansing technique is applied to extract alcohol-related transactions from more than 20 billion e-invoices in 2014 and 2015. Visual analytics are applied to summarize the intricate numeric and text information into various visual settings. The findings from this study suggest the CPI proportions with the country’s alcohol expenditure on monthly consideration. Alcohol expenditure in Taiwan sharply increases during summer and winter seasons. Although northern metropolitan cities/counties such as Taipei city have the highest alcohol expenditure per-capita among inland cities/counties; the average alcohol expenditure per e-invoice of northern cities/counties is among the lowest in the country. E-invoice data enables the memory-recall bias to be avoided, thereby enhancing the accuracy of research outcome. Visual analytics systemize transaction information from billions of data into mappings, thereby elucidating the alcohol expenditure pattern of Taiwanese consumers.

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Literatur
1.
Zurück zum Zitat Sun, W., Govind, R., Garg, N.: Geographic differences in the consumption of hedonic products: what the weather tells the marketer. In: Advances in Consumer Research, vol. 36 (2009) Sun, W., Govind, R., Garg, N.: Geographic differences in the consumption of hedonic products: what the weather tells the marketer. In: Advances in Consumer Research, vol. 36 (2009)
2.
Zurück zum Zitat P&S Market Research, Global Alcoholic Drinks Market Size, Share, Development, Growth and Demand Forecast to 2020 (2015) P&S Market Research, Global Alcoholic Drinks Market Size, Share, Development, Growth and Demand Forecast to 2020 (2015)
3.
Zurück zum Zitat Atkinson, A.B., Gomulka, J., Stern, N.H.: Spending on alcohol: evidence from the family expenditure survey 1970–1983. Econ. J. 100(402), 808–827 (1990)CrossRef Atkinson, A.B., Gomulka, J., Stern, N.H.: Spending on alcohol: evidence from the family expenditure survey 1970–1983. Econ. J. 100(402), 808–827 (1990)CrossRef
4.
Zurück zum Zitat Cho, Y.I., Johnson, T.P., Fendrich, M.: Monthly variations in self-reports of alcohol consumption. J. Stud. Alcohol Drugs 62(2), 268–272 (2001)CrossRef Cho, Y.I., Johnson, T.P., Fendrich, M.: Monthly variations in self-reports of alcohol consumption. J. Stud. Alcohol Drugs 62(2), 268–272 (2001)CrossRef
5.
Zurück zum Zitat Gmel, G., Daeppen, J.-B.: Recall bias for seven-day recall measurement of alcohol consumption among emergency department patients: implications for case-crossover designs. J. Stud. Alcohol Drugs 68(2), 303–310 (2007)CrossRef Gmel, G., Daeppen, J.-B.: Recall bias for seven-day recall measurement of alcohol consumption among emergency department patients: implications for case-crossover designs. J. Stud. Alcohol Drugs 68(2), 303–310 (2007)CrossRef
6.
Zurück zum Zitat Miau, S., Wu, C.C., Chen, S.C.: Toward a smart government - an experience of E-invoice development in Taiwan. In: PACIS 2014 Proceedings (2014) Miau, S., Wu, C.C., Chen, S.C.: Toward a smart government - an experience of E-invoice development in Taiwan. In: PACIS 2014 Proceedings (2014)
7.
Zurück zum Zitat Dedeke, A.N., Watson, N.H.: Exploring Inventory Trends in Six U.S. Retail Segments, vol. 78(8). Harvard Business School (2008) Dedeke, A.N., Watson, N.H.: Exploring Inventory Trends in Six U.S. Retail Segments, vol. 78(8). Harvard Business School (2008)
8.
Zurück zum Zitat Pao, H.: Comparing linear and nonlinear forecasts for Taiwan’s electricity consumption. Energy 31(12), 2129–2141 (2006)CrossRef Pao, H.: Comparing linear and nonlinear forecasts for Taiwan’s electricity consumption. Energy 31(12), 2129–2141 (2006)CrossRef
9.
Zurück zum Zitat Ruhm, C.J.: Economic conditions and alcohol problems. J. Health Econ. 14(5), 583–603 (1995)CrossRef Ruhm, C.J.: Economic conditions and alcohol problems. J. Health Econ. 14(5), 583–603 (1995)CrossRef
10.
Zurück zum Zitat Freeman, D.G.: A note on ‘Economic conditions and alcohol problems’. J. Health Econ. 18(5), 661–670 (1999)CrossRef Freeman, D.G.: A note on ‘Economic conditions and alcohol problems’. J. Health Econ. 18(5), 661–670 (1999)CrossRef
11.
Zurück zum Zitat Jiménez-Martín, S., Labeaga, J.M., Prieto, C.V.: Further evidence about alcohol consumption and the business cycle (2006) Jiménez-Martín, S., Labeaga, J.M., Prieto, C.V.: Further evidence about alcohol consumption and the business cycle (2006)
12.
Zurück zum Zitat Popovici, I., French, M.T.: Does unemployment lead to greater alcohol consumption? Ind. Relat. (Berkeley) 52(2), 444–466 (2013)CrossRef Popovici, I., French, M.T.: Does unemployment lead to greater alcohol consumption? Ind. Relat. (Berkeley) 52(2), 444–466 (2013)CrossRef
13.
Zurück zum Zitat Borders, T.F., Booth, B.M.: Rural, suburban, and urban variations in alcohol consumption in the United States: findings from the national epidemiologic survey on alcohol and related conditions. J. Rural Health 23(4), 314–321 (2007)CrossRef Borders, T.F., Booth, B.M.: Rural, suburban, and urban variations in alcohol consumption in the United States: findings from the national epidemiologic survey on alcohol and related conditions. J. Rural Health 23(4), 314–321 (2007)CrossRef
14.
Zurück zum Zitat Jiang, X., et al.: Alcohol consumption and injury among Canadian adolescents: variations by urban-rural geographic status. J. Rural Health 24(2), 143–147 (2008)CrossRef Jiang, X., et al.: Alcohol consumption and injury among Canadian adolescents: variations by urban-rural geographic status. J. Rural Health 24(2), 143–147 (2008)CrossRef
15.
Zurück zum Zitat Yusuf, F., Brooks, G.: Demographics and consumption patterns in Urban China. Bus. Demography Population Res. Policy Rev. 29(1), 5–17 (2009)CrossRef Yusuf, F., Brooks, G.: Demographics and consumption patterns in Urban China. Bus. Demography Population Res. Policy Rev. 29(1), 5–17 (2009)CrossRef
16.
Zurück zum Zitat Donath, C., et al.: Alcohol consumption and binge drinking in adolescents: comparison of different migration backgrounds and rural vs. urban residence - a representative study. BMC Public Health (2011) Donath, C., et al.: Alcohol consumption and binge drinking in adolescents: comparison of different migration backgrounds and rural vs. urban residence - a representative study. BMC Public Health (2011)
17.
Zurück zum Zitat Miller, P.G., et al.: Review of rural and regional alcohol research in Australia. Aust. J. Rural Health 18(3), 110–117 (2010)CrossRef Miller, P.G., et al.: Review of rural and regional alcohol research in Australia. Aust. J. Rural Health 18(3), 110–117 (2010)CrossRef
18.
Zurück zum Zitat Chan, G.C.K., et al.: Rural and urban differences in adolescent alcohol use, alcohol supply, and parental drinking. J. Rural Health 32(3), 280–286 (2016)CrossRef Chan, G.C.K., et al.: Rural and urban differences in adolescent alcohol use, alcohol supply, and parental drinking. J. Rural Health 32(3), 280–286 (2016)CrossRef
19.
Zurück zum Zitat Bryden, A., et al.: A systematic review of the influence on alcohol use of community level availability and marketing of alcohol. Health Place 18(2), 349–357 (2012)CrossRef Bryden, A., et al.: A systematic review of the influence on alcohol use of community level availability and marketing of alcohol. Health Place 18(2), 349–357 (2012)CrossRef
20.
Zurück zum Zitat Paschall, M., et al.: Relationships between local enforcement, alcohol availability, drinking norms, and adolescent alcohol use in 50 California cities. J. Stud. Alcohol Drugs 73(4), 657–665 (2012)CrossRef Paschall, M., et al.: Relationships between local enforcement, alcohol availability, drinking norms, and adolescent alcohol use in 50 California cities. J. Stud. Alcohol Drugs 73(4), 657–665 (2012)CrossRef
21.
Zurück zum Zitat Zinovyev, A., Data Visualization in Political and Social Sciences. SAGE International Encyclopedia of Political Science (2011) Zinovyev, A., Data Visualization in Political and Social Sciences. SAGE International Encyclopedia of Political Science (2011)
22.
Zurück zum Zitat Silm, S., Ahas, R.: Seasonality of alcohol-related phenomena in Estonia. Int. J. Biometeorol. 49(4), 215–223 (2005)CrossRef Silm, S., Ahas, R.: Seasonality of alcohol-related phenomena in Estonia. Int. J. Biometeorol. 49(4), 215–223 (2005)CrossRef
23.
Zurück zum Zitat Uitenbroek, D.G.: Seasonal variation in alcohol use. J. Stud. Alcohol Drugs 57(1), 47–52 (1996)CrossRef Uitenbroek, D.G.: Seasonal variation in alcohol use. J. Stud. Alcohol Drugs 57(1), 47–52 (1996)CrossRef
24.
Zurück zum Zitat Foster, S., et al.: Temporal pattern of alcohol consumption and alcohol-related road accidents in young Swiss men: seasonal, weekday and public holiday effects. Alcohol Alcohol. 50(5), 565–572 (2015)CrossRef Foster, S., et al.: Temporal pattern of alcohol consumption and alcohol-related road accidents in young Swiss men: seasonal, weekday and public holiday effects. Alcohol Alcohol. 50(5), 565–572 (2015)CrossRef
Metadaten
Titel
Big Data Visualization of the Alcohol Expenses in Taiwan
verfasst von
Chien-wen Shen
Thai-Ha Luong
Li-An Chien
Jung-Tsung Ho
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-93803-5_20